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The Top 23 Self Organizing Map Open Source Projects

Open source projects categorized as Self Organizing Map
Categories > Self Organizing Map
Som Tsp ⭐ 3,611
Solving the Traveling Salesman Problem using Self-Organizing Maps
most recent commit 5 months ago
Minisom ⭐ 1,339
🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps
dependent packages 14total releases 24most recent commit 4 months agopypi MiniSom} Downloads
Simpsom ⭐ 153
Python library for Self-Organizing Maps
total releases 12most recent commit 4 months ago
Vizuka ⭐ 100
Explore high-dimensional datasets and how your algo handles specific regions.
most recent commit 6 years ago
Susi ⭐ 91
SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)
total releases 16most recent commit 10 months ago
Annetgpgpu ⭐ 88
A GPU (CUDA) based Artificial Neural Network library
most recent commit 3 years ago
Desom ⭐ 84
🌐 Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization
most recent commit 5 months ago
Tensorflow Som ⭐ 66
A multi-gpu implementation of the self-organizing map in TensorFlow
most recent commit 2 years ago
Jlearn ⭐ 55
Machine Learning Library, written in J
most recent commit 5 months ago
Pyera ⭐ 53
Python implementation of the Epigenetic Robotic Architecture (ERA). It includes standalone classes for Self-Organizing Maps (SOM) and Hebbian Networks.
most recent commit 5 years ago
Hsom ⭐ 36
Hierarchical self-organizing maps for unsupervised pattern recognition
most recent commit 4 years ago
Deep Learning A Z Hands On Artificial Neural Network ⭐ 27
Codes and Templates from the SuperDataScience Course
most recent commit 7 years ago
Sample Travelling Salesman ⭐ 27
most recent commit 10 months ago
Gigasom.jl ⭐ 26
Huge-scale, high-performance flow cytometry clustering in Julia
most recent commit 10 months ago
Rusticsom ⭐ 25
Rust library for Self Organising Maps (SOM).
total releases 3most recent commit 2 years ago
Pink ⭐ 20
Parallelized rotation and flipping INvariant Kohonen maps
most recent commit 9 months ago
Growing_hierarchical_som ⭐ 20
Self-Organizing Map [https://en.wikipedia.org/wiki/Self-organizing_map is a popular method to perform cluster analysis. SOM shows two main limitations: fixed map size constraints how the data is being mapped and hierarchical relationships are not easily recognizable. Thus Growing Hierarchical SOM has been designed to overcome this issues
most recent commit 6 years ago
Somperf ⭐ 19
🌐 SOMperf: Self-organizing maps performance metrics and quality indices
most recent commit a year ago
Selforganizingmap Som ⭐ 16
Pytorch implementation of Self-Organizing Map(SOM). Use MNIST dataset as a demo.
most recent commit 5 years ago
Flowsom ⭐ 15
FlowSOM algorithm in Python, using self-organizing maps and minimum spanning tree for visualization and interpretation of cytometry data
total releases 3most recent commit 2 years ago
Frankenz ⭐ 15
A photometric redshift monstrosity
total releases 1most recent commit 6 years ago
Sparse Som ⭐ 15
Efficient Self-Organizing Map for Sparse Data
total releases 12most recent commit 3 years ago
Kohonen4j ⭐ 13
Kohonen Self-Organizing Maps in Java
most recent commit 4 years ago
The 10 Latest Releases In Self Organizing Map Open Source Projects
Simpsom ⭐ 153
Python library for Self-Organizing Maps
total releases 12latest release July 31, 2023most recent commit 4 months ago
Minisom ⭐ 1,339
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
dependent packages 14total releases 24latest release March 02, 2023most recent commit 4 months agopypi MiniSom} Downloads
Sparkml Som ⭐ 12
:sparkles: Spark ML implementation of SOM algorithm (Kohonen self-organizing map)
total releases 3latest release February 04, 2022most recent commit 2 years ago
Susi ⭐ 91
SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)
total releases 16latest release December 11, 2021most recent commit 10 months ago
Fastsom ⭐ 8
A PyTorch and Fastai based implementation of Self-Organizing Maps.
total releases 15latest release January 12, 2021most recent commit 3 years ago
Neuralmap ⭐ 5
NeuralMap is a data analysis tool based on Self-Organizing Maps
total releases 8latest release December 20, 2020most recent commit 3 years ago
Sparse Som ⭐ 15
Efficient Self-Organizing Map for Sparse Data
total releases 12latest release November 27, 2020most recent commit 3 years ago
Gema ⭐ 8
A small Python 3 library to train Self Organizing Maps and use them to classify patterns.
total releases 9latest release June 09, 2020most recent commit 2 years ago
Rusticsom ⭐ 25
Rust library for Self Organising Maps (SOM).
total releases 3latest release April 01, 2020most recent commit 2 years ago
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